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Microsoft AB-410 Exam Syllabus Topics:

SectionWeightObjectives
Build business application logic and automation40-45%- AI prompts and models
  • 1. Configure prompt inputs and knowledge sources
    • 2. Consume AI models in apps and flows
      • 3. Build prompts using AI Hub templates
        - Business logic
        • 1. Implement calculated and formula columns
          • 2. Evaluate business automation use cases
            • 3. Configure business rules and process flows
              - Create cloud flows
              • 1. Implement conditions, loops, and error handling
                • 2. Use connectors and approvals
                  • 3. Design triggers and actions
                    Create intelligent applications25-30%- Create canvas apps
                    • 1. Implement error handling and testing
                      • 2. Use Power Fx and reusable components
                        • 3. Integrate Copilot Studio agents
                          • 4. Build apps using data sources
                            - Create model-driven apps
                            • 1. Create apps using natural language tools
                              • 2. Build dashboards and charts
                                • 3. Manage access and security roles
                                  • 4. Design forms and views
                                    Create a foundation for intelligent applications25-30%- Design Microsoft Power Platform solutions using AI-enabled tools
                                    • 1. Analyze requirements to identify components and implementation options
                                      • 2. Recommend extensibility options
                                        • 3. Evaluate built-in agents for business solutions
                                          • 4. Recommend environment types
                                            • 5. Apply ALM strategy and solution design
                                              - Build data models in Dataverse
                                              • 1. Create and modify tables and columns
                                                • 2. Configure calculated, rollup, prompt, and summary columns
                                                  • 3. Configure relationships and constraints
                                                    • 4. Configure forms, views, and security

                                                      Microsoft Building Intelligent Applications Sample Questions:

                                                      1. Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
                                                      After you answer a question in this section, you will NOT be able to return to it. As a result these questions will not appear in the review screen.
                                                      You administer the Microsoft 365 and Microsoft Power Platform environments for Contoso, Ltd.
                                                      The company has a model-driven app that is used to track customer interactions with employees.
                                                      The app uses standard table types for customers. A user named Elisabeth Rice signs in to the app by using the following sign in name: [email protected].
                                                      After marriage, Elisabeth changes her legal name to Elisabeth Mueller.
                                                      You need to update the sign in name for the user without losing any application history.
                                                      Solution: Ask the Microsoft 365 administrator to sign in to the admin portal and change the user name.
                                                      Does the solution meet the goal?

                                                      A) No
                                                      B) Yes


                                                      2. Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
                                                      After you answer a question in this section, you will NOT be able to return to it. As a result these questions will not appear in the review screen.
                                                      You administer the Microsoft 365 and Microsoft Power Platform environments for Contoso, Ltd.
                                                      The company has a model-driven app that is used to track customer interactions with employees.
                                                      The app uses standard table types for customers. A user named Elisabeth Rice signs in to the app by using the following sign in name: [email protected].
                                                      After marriage, Elisabeth changes her legal name to Elisabeth Mueller.
                                                      You need to update the sign in name for the user without losing any application history.
                                                      Solution: From Dynamics 365 Settings, select Email Configuration. In the active mailbox for the user, update the name.
                                                      Does the solution meet the goal?

                                                      A) No
                                                      B) Yes


                                                      3. Case Study 2 - Fabrikam Inc
                                                      Background
                                                      Fabrikam Inc. is an energy provider that operates wind and solar farms across multiple countries and regions. The company uses Microsoft Power Platform to manage asset maintenance, technician workflows, and predictive analytics.
                                                      Field technicians use canvas apps on mobile devices to capture inspection and repair data.
                                                      Operations managers use model-driven apps to monitor asset performance and maintenance history.
                                                      The company plans to enhance its platform by introducing AI-driven insights, improving reuse across applications, and establishing a formal application lifecycle management (ALM) strategy.
                                                      Current environment
                                                      Applications
                                                      Field technicians use an outdated mobile app to log maintenance activities and capture asset readings in SharePoint Online.
                                                      Operations managers use a model-driven app to review maintenance records and asset performance trends.
                                                      Development practices
                                                      Developers build and modify applications directly in the production environment.
                                                      There is NO structured ALM process.
                                                      Solutions are NOT consistently used to package or deploy application components.
                                                      Reusable components are inconsistently implemented across apps, leading to duplication.
                                                      AI integration
                                                      Fabrikam Inc. plans to actively explore generative AI usage as part of the next phase of work.
                                                      Business requirement
                                                      Application development
                                                      The outdated mobile app must be replaced with a new app that supports responsive design principles, provides full control over the UI, and allows technicians to take and upload photos directly from their mobile devices.
                                                      The new app for the field technicians requires the name of the technician to be persisted on the home screen only. In addition, work orders must be displayed within a gallery.
                                                      All new apps must connect to a scalable, cloud-based relational data store.
                                                      Apps must support efficient data entry for technicians in the field.
                                                      Reusable UI elements must be implemented to reduce duplication.
                                                      AI capabilities
                                                      The company requires a generative AI solution to manage customer complaint responses and create custom inspection reports that align to an existing template.
                                                      Customer complaint responses must be generated in applications and based on emails being sent to a mailbox.
                                                      Custom AI development must be minimized.
                                                      Generative AI reusability
                                                      Generative AI solutions must accept dynamic inputs to adapt to different scenarios.
                                                      Generative AI solutions must be reusable across different Power Platform services.
                                                      Extensibility
                                                      Custom UI form components must be reusable across applications.
                                                      Use of server-side custom code must be minimized where possible.
                                                      Technical requirements
                                                      Application lifecycle management (ALM)
                                                      Separate environments must be used for development, testing, and production.
                                                      Solutions must be used to package application components, segmented based on functional areas.
                                                      Managed solutions must be deployed to the production environment.
                                                      Validation must occur before deployment to production.
                                                      Data processing
                                                      Aggregated values across related rows must be displayed for reporting.
                                                      Calculations must update automatically as new data is entered. Calculation data must be limited to a maximum length of 10.
                                                      Issues
                                                      Duplicate logic exists across multiple canvas apps.
                                                      Developers frequently overwrite changes in production.
                                                      Generative AI solutions produce inconsistent outputs due to missing or inconsistent inputs.
                                                      Maintenance metrics are not consistently calculated across related rows.
                                                      You need to configure the generative AI reusability requirements. What should you do?

                                                      A) Output results as JSON.
                                                      B) Call the prompt from a canvas app.
                                                      C) Use an input variable.
                                                      D) Call the prompt from a Power Automate cloud flow.


                                                      4. A developer integrates Azure OpenAI into an application. The application requires protection against harmful generated content and inappropriate user prompts. Which feature should be configured?

                                                      A) Content filtering
                                                      B) Remove system messages
                                                      C) Disable moderation
                                                      D) Increased token generation


                                                      5. An organization wants to deploy an AI application that identifies defective products from manufacturing camera images. The company has thousands of labeled images and requires a customized model with continuous retraining capabilities. Which Azure service should be used?

                                                      A) Azure AI Language
                                                      B) Azure AI Vision image analysis
                                                      C) Azure Machine Learning
                                                      D) Azure Bot Service


                                                      Solutions:

                                                      Question # 1
                                                      Answer: B
                                                      Question # 2
                                                      Answer: A
                                                      Question # 3
                                                      Answer: D
                                                      Question # 4
                                                      Answer: A
                                                      Question # 5
                                                      Answer: C

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